Synthesis of digital circuits with genetic algorithms: A fractional-order approach

Reis, Cecília; Tenreiro Machado, J. A.; Cunha, J. Boaventura

http://hdl.handle.net/10400.22/13488

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Authors

Reis, Cecília

Tenreiro Machado, J. A.

Cunha, J. Boaventura

Abstract(s)

This paper analyses the performance of a genetic algorithm using a new concept, namely a fractional-order dynamic fitness function, for the synthesis of combinational logic circuits. The experiments reveal superior results in terms of speed and convergence to achieve a solution.